Text-to-Image Retrieval Aleatoric Uncertainty Calibration on MS-COCO
0.576Calibration Score SProbVLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProbVLMBackbone=SigLIP2026.05 | 0.576 | 0.458 | |
| GroVEBackbone=SigLIP2026.05 | 0.534 | 0.256 | |
| GeoFlowVLMBackbone=SigLIP2026.05 | -0.995 | 0.9 | |
| AsymVLMPSDBackbone=SigLIP2026.05 | -1 | 0.963 | |
| AsymVLMvMFBackbone=SigLIP2026.05 | -1 | 0.975 |